diff --git a/gcc/config/riscv/riscv-vector-builtins-bases.cc b/gcc/config/riscv/riscv-vector-builtins-bases.cc
index 53bd0ed2534..27545113996 100644
--- a/gcc/config/riscv/riscv-vector-builtins-bases.cc
+++ b/gcc/config/riscv/riscv-vector-builtins-bases.cc
@@ -1400,8 +1400,7 @@ public:
     machine_mode ret_mode = e.ret_mode ();
 
     /* TODO: we will use ret_mode after all types of PR110265 are addressed.  */
-    if ((GET_MODE_CLASS (MODE) == MODE_VECTOR_FLOAT)
-       || GET_MODE_INNER (mode) != GET_MODE_INNER (ret_mode))
+    if (GET_MODE_INNER (mode) != GET_MODE_INNER (ret_mode))
       return e.use_exact_insn (
 	code_for_pred_reduc (CODE, e.vector_mode (), e.vector_mode ()));
     else
@@ -1435,7 +1434,7 @@ public:
   rtx expand (function_expander &e) const override
   {
     return e.use_exact_insn (
-      code_for_pred_reduc_plus (UNSPEC, e.vector_mode (), e.vector_mode ()));
+      code_for_pred_reduc_plus (UNSPEC, e.vector_mode (), e.ret_mode ()));
   }
 };
 
diff --git a/gcc/config/riscv/vector-iterators.md b/gcc/config/riscv/vector-iterators.md
index e2c8ade98eb..6169116482a 100644
--- a/gcc/config/riscv/vector-iterators.md
+++ b/gcc/config/riscv/vector-iterators.md
@@ -967,6 +967,33 @@ (define_mode_iterator VDI [
   (VNx16DI "TARGET_VECTOR_ELEN_64 && TARGET_MIN_VLEN >= 128")
 ])
 
+(define_mode_iterator VHF [
+  (VNx1HF "TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN < 128")
+  (VNx2HF "TARGET_VECTOR_ELEN_FP_16")
+  (VNx4HF "TARGET_VECTOR_ELEN_FP_16")
+  (VNx8HF "TARGET_VECTOR_ELEN_FP_16")
+  (VNx16HF "TARGET_VECTOR_ELEN_FP_16")
+  (VNx32HF "TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN > 32")
+  (VNx64HF "TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN >= 128")
+])
+
+(define_mode_iterator VSF [
+  (VNx1SF "TARGET_VECTOR_ELEN_FP_32 && TARGET_MIN_VLEN < 128")
+  (VNx2SF "TARGET_VECTOR_ELEN_FP_32")
+  (VNx4SF "TARGET_VECTOR_ELEN_FP_32")
+  (VNx8SF "TARGET_VECTOR_ELEN_FP_32")
+  (VNx16SF "TARGET_VECTOR_ELEN_FP_32 && TARGET_MIN_VLEN > 32")
+  (VNx32SF "TARGET_VECTOR_ELEN_FP_32 && TARGET_MIN_VLEN >= 128")
+])
+
+(define_mode_iterator VDF [
+  (VNx1DF "TARGET_VECTOR_ELEN_FP_64 && TARGET_MIN_VLEN < 128")
+  (VNx2DF "TARGET_VECTOR_ELEN_FP_64")
+  (VNx4DF "TARGET_VECTOR_ELEN_FP_64")
+  (VNx8DF "TARGET_VECTOR_ELEN_FP_64")
+  (VNx16DF "TARGET_VECTOR_ELEN_FP_64 && TARGET_MIN_VLEN >= 128")
+])
+
 (define_mode_iterator VQI_LMUL1 [
   (VNx16QI "TARGET_MIN_VLEN >= 128")
   (VNx8QI "TARGET_MIN_VLEN == 64")
@@ -990,6 +1017,23 @@ (define_mode_iterator VDI_LMUL1 [
   (VNx1DI "TARGET_VECTOR_ELEN_64 && TARGET_MIN_VLEN == 64")
 ])
 
+(define_mode_iterator VHF_LMUL1 [
+  (VNx8HF "TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN >= 128")
+  (VNx4HF "TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN == 64")
+  (VNx2HF "TARGET_VECTOR_ELEN_FP_16 && TARGET_MIN_VLEN == 32")
+])
+
+(define_mode_iterator VSF_LMUL1 [
+  (VNx4SF "TARGET_VECTOR_ELEN_FP_32 && TARGET_MIN_VLEN >= 128")
+  (VNx2SF "TARGET_VECTOR_ELEN_FP_32 && TARGET_MIN_VLEN == 64")
+  (VNx1SF "TARGET_VECTOR_ELEN_FP_32 && TARGET_MIN_VLEN == 32")
+])
+
+(define_mode_iterator VDF_LMUL1 [
+  (VNx2DF "TARGET_VECTOR_ELEN_FP_64 && TARGET_MIN_VLEN >= 128")
+  (VNx1DF "TARGET_VECTOR_ELEN_FP_64 && TARGET_MIN_VLEN == 64")
+])
+
 (define_mode_attr VLMULX2 [
   (VNx1QI "VNx2QI") (VNx2QI "VNx4QI") (VNx4QI "VNx8QI") (VNx8QI "VNx16QI") (VNx16QI "VNx32QI") (VNx32QI "VNx64QI") (VNx64QI "VNx128QI")
   (VNx1HI "VNx2HI") (VNx2HI "VNx4HI") (VNx4HI "VNx8HI") (VNx8HI "VNx16HI") (VNx16HI "VNx32HI") (VNx32HI "VNx64HI")
@@ -1348,48 +1392,6 @@ (define_mode_attr VNCONVERT [
   (VNx1DF "VNx1SI") (VNx2DF "VNx2SI") (VNx4DF "VNx4SI") (VNx8DF "VNx8SI") (VNx16DF "VNx16SI")
 ])
 
-(define_mode_attr VLMUL1 [
-  (VNx1QI "VNx16QI") (VNx2QI "VNx16QI") (VNx4QI "VNx16QI")
-  (VNx8QI "VNx16QI") (VNx16QI "VNx16QI") (VNx32QI "VNx16QI") (VNx64QI "VNx16QI") (VNx128QI "VNx16QI")
-  (VNx1HI "VNx8HI") (VNx2HI "VNx8HI") (VNx4HI "VNx8HI")
-  (VNx8HI "VNx8HI") (VNx16HI "VNx8HI") (VNx32HI "VNx8HI") (VNx64HI "VNx8HI")
-  (VNx1SI "VNx4SI") (VNx2SI "VNx4SI") (VNx4SI "VNx4SI")
-  (VNx8SI "VNx4SI") (VNx16SI "VNx4SI") (VNx32SI "VNx4SI")
-  (VNx1DI "VNx2DI") (VNx2DI "VNx2DI")
-  (VNx4DI "VNx2DI") (VNx8DI "VNx2DI") (VNx16DI "VNx2DI")
-  (VNx1HF "VNx8HF") (VNx2HF "VNx8HF") (VNx4HF "VNx8HF") (VNx8HF "VNx8HF") (VNx16HF "VNx8HF") (VNx32HF "VNx8HF") (VNx64HF "VNx8HF")
-  (VNx1SF "VNx4SF") (VNx2SF "VNx4SF")
-  (VNx4SF "VNx4SF") (VNx8SF "VNx4SF") (VNx16SF "VNx4SF") (VNx32SF "VNx4SF")
-  (VNx1DF "VNx2DF") (VNx2DF "VNx2DF")
-  (VNx4DF "VNx2DF") (VNx8DF "VNx2DF") (VNx16DF "VNx2DF")
-])
-
-(define_mode_attr VLMUL1_ZVE64 [
-  (VNx1QI "VNx8QI") (VNx2QI "VNx8QI") (VNx4QI "VNx8QI")
-  (VNx8QI "VNx8QI") (VNx16QI "VNx8QI") (VNx32QI "VNx8QI") (VNx64QI "VNx8QI")
-  (VNx1HI "VNx4HI") (VNx2HI "VNx4HI") (VNx4HI "VNx4HI")
-  (VNx8HI "VNx4HI") (VNx16HI "VNx4HI") (VNx32HI "VNx4HI")
-  (VNx1SI "VNx2SI") (VNx2SI "VNx2SI") (VNx4SI "VNx2SI")
-  (VNx8SI "VNx2SI") (VNx16SI "VNx2SI")
-  (VNx1DI "VNx1DI") (VNx2DI "VNx1DI")
-  (VNx4DI "VNx1DI") (VNx8DI "VNx1DI")
-  (VNx1SF "VNx2SF") (VNx2SF "VNx2SF")
-  (VNx4SF "VNx2SF") (VNx8SF "VNx2SF") (VNx16SF "VNx2SF")
-  (VNx1DF "VNx1DF") (VNx2DF "VNx1DF")
-  (VNx4DF "VNx1DF") (VNx8DF "VNx1DF")
-])
-
-(define_mode_attr VLMUL1_ZVE32 [
-  (VNx1QI "VNx4QI") (VNx2QI "VNx4QI") (VNx4QI "VNx4QI")
-  (VNx8QI "VNx4QI") (VNx16QI "VNx4QI") (VNx32QI "VNx4QI")
-  (VNx1HI "VNx2HI") (VNx2HI "VNx2HI") (VNx4HI "VNx2HI")
-  (VNx8HI "VNx2HI") (VNx16HI "VNx2HI")
-  (VNx1SI "VNx1SI") (VNx2SI "VNx1SI") (VNx4SI "VNx1SI")
-  (VNx8SI "VNx1SI")
-  (VNx1SF "VNx2SF") (VNx2SF "VNx2SF")
-  (VNx4SF "VNx2SF") (VNx8SF "VNx2SF")
-])
-
 (define_mode_attr VWLMUL1 [
   (VNx1QI "VNx8HI") (VNx2QI "VNx8HI") (VNx4QI "VNx8HI")
   (VNx8QI "VNx8HI") (VNx16QI "VNx8HI") (VNx32QI "VNx8HI") (VNx64QI "VNx8HI") (VNx128QI "VNx8HI")
@@ -1421,48 +1423,6 @@ (define_mode_attr VWLMUL1_ZVE32 [
   (VNx8HI "VNx1SI") (VNx16HI "VNx1SI")
 ])
 
-(define_mode_attr vlmul1 [
-  (VNx1QI "vnx16qi") (VNx2QI "vnx16qi") (VNx4QI "vnx16qi")
-  (VNx8QI "vnx16qi") (VNx16QI "vnx16qi") (VNx32QI "vnx16qi") (VNx64QI "vnx16qi") (VNx128QI "vnx16qi")
-  (VNx1HI "vnx8hi") (VNx2HI "vnx8hi") (VNx4HI "vnx8hi")
-  (VNx8HI "vnx8hi") (VNx16HI "vnx8hi") (VNx32HI "vnx8hi") (VNx64HI "vnx8hi")
-  (VNx1SI "vnx4si") (VNx2SI "vnx4si") (VNx4SI "vnx4si")
-  (VNx8SI "vnx4si") (VNx16SI "vnx4si") (VNx32SI "vnx4si")
-  (VNx1DI "vnx2di") (VNx2DI "vnx2di")
-  (VNx4DI "vnx2di") (VNx8DI "vnx2di") (VNx16DI "vnx2di")
-  (VNx1HF "vnx8hf") (VNx2HF "vnx8hf") (VNx4HF "vnx8hf") (VNx8HF "vnx8hf") (VNx16HF "vnx8hf") (VNx32HF "vnx8hf") (VNx64HF "vnx8hf")
-  (VNx1SF "vnx4sf") (VNx2SF "vnx4sf")
-  (VNx4SF "vnx4sf") (VNx8SF "vnx4sf") (VNx16SF "vnx4sf") (VNx32SF "vnx4sf")
-  (VNx1DF "vnx2df") (VNx2DF "vnx2df")
-  (VNx4DF "vnx2df") (VNx8DF "vnx2df") (VNx16DF "vnx2df")
-])
-
-(define_mode_attr vlmul1_zve64 [
-  (VNx1QI "vnx8qi") (VNx2QI "vnx8qi") (VNx4QI "vnx8qi")
-  (VNx8QI "vnx8qi") (VNx16QI "vnx8qi") (VNx32QI "vnx8qi") (VNx64QI "vnx8qi")
-  (VNx1HI "vnx4hi") (VNx2HI "vnx4hi") (VNx4HI "vnx4hi")
-  (VNx8HI "vnx4hi") (VNx16HI "vnx4hi") (VNx32HI "vnx4hi")
-  (VNx1SI "vnx2si") (VNx2SI "vnx2si") (VNx4SI "vnx2si")
-  (VNx8SI "vnx2si") (VNx16SI "vnx2si")
-  (VNx1DI "vnx1di") (VNx2DI "vnx1di")
-  (VNx4DI "vnx1di") (VNx8DI "vnx1di")
-  (VNx1SF "vnx2sf") (VNx2SF "vnx2sf")
-  (VNx4SF "vnx2sf") (VNx8SF "vnx2sf") (VNx16SF "vnx2sf")
-  (VNx1DF "vnx1df") (VNx2DF "vnx1df")
-  (VNx4DF "vnx1df") (VNx8DF "vnx1df")
-])
-
-(define_mode_attr vlmul1_zve32 [
-  (VNx1QI "vnx4qi") (VNx2QI "vnx4qi") (VNx4QI "vnx4qi")
-  (VNx8QI "vnx4qi") (VNx16QI "vnx4qi") (VNx32QI "vnx4qi")
-  (VNx1HI "vnx2hi") (VNx2HI "vnx2hi") (VNx4HI "vnx2hi")
-  (VNx8HI "vnx2hi") (VNx16HI "vnx2hi")
-  (VNx1SI "vnx1si") (VNx2SI "vnx1si") (VNx4SI "vnx1si")
-  (VNx8SI "vnx1si")
-  (VNx1SF "vnx1sf") (VNx2SF "vnx1sf")
-  (VNx4SF "vnx1sf") (VNx8SF "vnx1sf")
-])
-
 (define_mode_attr vwlmul1 [
   (VNx1QI "vnx8hi") (VNx2QI "vnx8hi") (VNx4QI "vnx8hi")
   (VNx8QI "vnx8hi") (VNx16QI "vnx8hi") (VNx32QI "vnx8hi") (VNx64QI "vnx8hi") (VNx128QI "vnx8hi")
diff --git a/gcc/config/riscv/vector.md b/gcc/config/riscv/vector.md
index d396e278503..efce992a012 100644
--- a/gcc/config/riscv/vector.md
+++ b/gcc/config/riscv/vector.md
@@ -7462,152 +7462,257 @@ (define_insn "@pred_widen_reduc_plus<v_su><mode><vwlmul1_zve32>"
   [(set_attr "type" "viwred")
    (set_attr "mode" "<MODE>")])
 
-(define_insn "@pred_reduc_<reduc><mode><vlmul1>"
-  [(set (match_operand:<VLMUL1> 0 "register_operand"             "=vr,   vr")
-	(unspec:<VLMUL1>
-	  [(unspec:<VM>
-	     [(match_operand:<VM> 1 "vector_mask_operand"      "vmWc1,vmWc1")
-	      (match_operand 5 "vector_length_operand"         "   rK,   rK")
-	      (match_operand 6 "const_int_operand"             "    i,    i")
-	      (match_operand 7 "const_int_operand"             "    i,    i")
-	      (match_operand 8 "const_int_operand"             "    i,    i")
+;; Float Reduction for HF
+(define_insn "@pred_reduc_<reduc><VHF:mode><VHF_LMUL1:mode>"
+  [
+    (set
+      (match_operand:VHF_LMUL1           0 "register_operand"      "=vr,     vr")
+      (unspec:VHF_LMUL1
+	[
+	  (unspec:<VHF:VM>
+	    [
+	      (match_operand:<VHF:VM>    1 "vector_mask_operand"   "vmWc1,vmWc1")
+	      (match_operand             5 "vector_length_operand" "   rK,   rK")
+	      (match_operand             6 "const_int_operand"     "    i,    i")
+	      (match_operand             7 "const_int_operand"     "    i,    i")
 	      (reg:SI VL_REGNUM)
 	      (reg:SI VTYPE_REGNUM)
-	      (reg:SI FRM_REGNUM)] UNSPEC_VPREDICATE)
-	   (any_freduc:VF
-	     (vec_duplicate:VF
-	       (vec_select:<VEL>
-	         (match_operand:<VLMUL1> 4 "register_operand" "   vr,   vr")
-	         (parallel [(const_int 0)])))
-	     (match_operand:VF 3 "register_operand"           "   vr,   vr"))
-	   (match_operand:<VLMUL1> 2 "vector_merge_operand"   "   vu,    0")] UNSPEC_REDUC))]
-  "TARGET_VECTOR && TARGET_MIN_VLEN >= 128"
+	    ] UNSPEC_VPREDICATE
+	  )
+	  (any_reduc:VHF
+	    (vec_duplicate:VHF
+	      (vec_select:<VEL>
+		(match_operand:VHF_LMUL1 4 "register_operand"      "   vr,   vr")
+		(parallel [(const_int 0)])
+	      )
+	    )
+	    (match_operand:VHF           3 "register_operand"      "   vr,   vr")
+	  )
+	  (match_operand:VHF_LMUL1       2 "vector_merge_operand"  "   vu,    0")
+	] UNSPEC_REDUC
+      )
+    )
+  ]
+  "TARGET_VECTOR"
   "vfred<reduc>.vs\t%0,%3,%4%p1"
-  [(set_attr "type" "vfredu")
-   (set_attr "mode" "<MODE>")])
+  [
+    (set_attr "type" "vfredu")
+    (set_attr "mode" "<VHF:MODE>")
+  ]
+)
 
-(define_insn "@pred_reduc_<reduc><mode><vlmul1_zve64>"
-  [(set (match_operand:<VLMUL1_ZVE64> 0 "register_operand"            "=vr,   vr")
-	(unspec:<VLMUL1_ZVE64>
-	  [(unspec:<VM>
-	     [(match_operand:<VM> 1 "vector_mask_operand"           "vmWc1,vmWc1")
-	      (match_operand 5 "vector_length_operand"              "   rK,   rK")
-	      (match_operand 6 "const_int_operand"                  "    i,    i")
-	      (match_operand 7 "const_int_operand"                  "    i,    i")
-	      (match_operand 8 "const_int_operand"                  "    i,    i")
+;; Float Reduction for SF
+(define_insn "@pred_reduc_<reduc><VSF:mode><VSF_LMUL1:mode>"
+  [
+    (set
+      (match_operand:VSF_LMUL1           0 "register_operand"      "=vr,     vr")
+      (unspec:VSF_LMUL1
+	[
+	  (unspec:<VSF:VM>
+	    [
+	      (match_operand:<VSF:VM>    1 "vector_mask_operand"   "vmWc1,vmWc1")
+	      (match_operand             5 "vector_length_operand" "   rK,   rK")
+	      (match_operand             6 "const_int_operand"     "    i,    i")
+	      (match_operand             7 "const_int_operand"     "    i,    i")
 	      (reg:SI VL_REGNUM)
 	      (reg:SI VTYPE_REGNUM)
-	      (reg:SI FRM_REGNUM)] UNSPEC_VPREDICATE)
-	   (any_freduc:VF_ZVE64
-	     (vec_duplicate:VF_ZVE64
-	       (vec_select:<VEL>
-	         (match_operand:<VLMUL1_ZVE64> 4 "register_operand" "   vr,   vr")
-	         (parallel [(const_int 0)])))
-	     (match_operand:VF_ZVE64 3 "register_operand"           "   vr,   vr"))
-	   (match_operand:<VLMUL1_ZVE64> 2 "vector_merge_operand"   "   vu,    0")] UNSPEC_REDUC))]
-  "TARGET_VECTOR && TARGET_MIN_VLEN == 64"
+	    ] UNSPEC_VPREDICATE
+	  )
+	  (any_reduc:VSF
+	    (vec_duplicate:VSF
+	      (vec_select:<VEL>
+		(match_operand:VSF_LMUL1 4 "register_operand"      "   vr,   vr")
+		(parallel [(const_int 0)])
+	      )
+	    )
+	    (match_operand:VSF           3 "register_operand"      "   vr,   vr")
+	  )
+	  (match_operand:VSF_LMUL1       2 "vector_merge_operand"  "   vu,    0")
+	] UNSPEC_REDUC
+      )
+    )
+  ]
+  "TARGET_VECTOR"
   "vfred<reduc>.vs\t%0,%3,%4%p1"
-  [(set_attr "type" "vfredu")
-   (set_attr "mode" "<MODE>")])
+  [
+    (set_attr "type" "vfredu")
+    (set_attr "mode" "<VSF:MODE>")
+  ]
+)
 
-(define_insn "@pred_reduc_<reduc><mode><vlmul1_zve32>"
-  [(set (match_operand:<VLMUL1_ZVE32> 0 "register_operand"          "=vd, vd, vr, vr")
-	(unspec:<VLMUL1_ZVE32>
-	  [(unspec:<VM>
-	     [(match_operand:<VM> 1 "vector_mask_operand"           " vm, vm,Wc1,Wc1")
-	      (match_operand 5 "vector_length_operand"              " rK, rK, rK, rK")
-	      (match_operand 6 "const_int_operand"                  "  i,  i,  i,  i")
-	      (match_operand 7 "const_int_operand"                  "  i,  i,  i,  i")
-	      (match_operand 8 "const_int_operand"                  "  i,  i,  i,  i")
+;; Float Reduction for DF
+(define_insn "@pred_reduc_<reduc><VDF:mode><VDF_LMUL1:mode>"
+  [
+    (set
+      (match_operand:VDF_LMUL1           0 "register_operand"      "=vr,     vr")
+      (unspec:VDF_LMUL1
+	[
+	  (unspec:<VDF:VM>
+	    [
+	      (match_operand:<VDF:VM>    1 "vector_mask_operand"   "vmWc1,vmWc1")
+	      (match_operand             5 "vector_length_operand" "   rK,   rK")
+	      (match_operand             6 "const_int_operand"     "    i,    i")
+	      (match_operand             7 "const_int_operand"     "    i,    i")
 	      (reg:SI VL_REGNUM)
 	      (reg:SI VTYPE_REGNUM)
-	      (reg:SI FRM_REGNUM)] UNSPEC_VPREDICATE)
-	   (any_freduc:VF_ZVE32
-	     (vec_duplicate:VF_ZVE32
-	       (vec_select:<VEL>
-	         (match_operand:<VLMUL1_ZVE32> 4 "register_operand" " vr, vr, vr, vr")
-	         (parallel [(const_int 0)])))
-	     (match_operand:VF_ZVE32 3 "register_operand"           " vr, vr, vr, vr"))
-	   (match_operand:<VLMUL1_ZVE32> 2 "vector_merge_operand"   " vu,  0, vu,  0")] UNSPEC_REDUC))]
-  "TARGET_VECTOR && TARGET_MIN_VLEN == 32"
+	    ] UNSPEC_VPREDICATE
+	  )
+	  (any_reduc:VDF
+	    (vec_duplicate:VDF
+	      (vec_select:<VEL>
+		(match_operand:VDF_LMUL1 4 "register_operand"      "   vr,   vr")
+		(parallel [(const_int 0)])
+	      )
+	    )
+	    (match_operand:VDF           3 "register_operand"      "   vr,   vr")
+	  )
+	  (match_operand:VDF_LMUL1       2 "vector_merge_operand"  "   vu,    0")
+	] UNSPEC_REDUC
+      )
+    )
+  ]
+  "TARGET_VECTOR"
   "vfred<reduc>.vs\t%0,%3,%4%p1"
-  [(set_attr "type" "vfredu")
-   (set_attr "mode" "<MODE>")])
+  [
+    (set_attr "type" "vfredu")
+    (set_attr "mode" "<VDF:MODE>")
+  ]
+)
 
-(define_insn "@pred_reduc_plus<order><mode><vlmul1>"
-  [(set (match_operand:<VLMUL1> 0 "register_operand"               "=vr,   vr")
-	(unspec:<VLMUL1>
-	  [(unspec:<VLMUL1>
-	    [(unspec:<VM>
-	       [(match_operand:<VM> 1 "vector_mask_operand"      "vmWc1,vmWc1")
-	        (match_operand 5 "vector_length_operand"         "   rK,   rK")
-	        (match_operand 6 "const_int_operand"             "    i,    i")
-	        (match_operand 7 "const_int_operand"             "    i,    i")
-	        (match_operand 8 "const_int_operand"             "    i,    i")
-	        (reg:SI VL_REGNUM)
-	        (reg:SI VTYPE_REGNUM)
-	        (reg:SI FRM_REGNUM)] UNSPEC_VPREDICATE)
-	     (plus:VF
-	       (vec_duplicate:VF
-	         (vec_select:<VEL>
-	           (match_operand:<VLMUL1> 4 "register_operand" "   vr,   vr")
-	           (parallel [(const_int 0)])))
-	       (match_operand:VF 3 "register_operand"           "   vr,   vr"))
-	     (match_operand:<VLMUL1> 2 "vector_merge_operand"   "   vu,    0")] UNSPEC_REDUC)] ORDER))]
-  "TARGET_VECTOR && TARGET_MIN_VLEN >= 128"
+;; Float Ordered Reduction Sum for HF
+(define_insn "@pred_reduc_plus<order><VHF:mode><VHF_LMUL1:mode>"
+  [
+    (set
+      (match_operand:VHF_LMUL1               0 "register_operand"      "=vr,vr")
+      (unspec:VHF_LMUL1
+	[
+	  (unspec:VHF_LMUL1
+	    [
+	      (unspec:<VHF:VM>
+		[
+		  (match_operand:<VHF:VM>    1 "vector_mask_operand"   "vmWc1,vmWc1")
+		  (match_operand             5 "vector_length_operand" "   rK,   rK")
+		  (match_operand             6 "const_int_operand"     "    i,    i")
+		  (match_operand             7 "const_int_operand"     "    i,    i")
+		  (match_operand             8 "const_int_operand"     "    i,    i")
+		  (reg:SI VL_REGNUM)
+		  (reg:SI VTYPE_REGNUM)
+		  (reg:SI FRM_REGNUM)
+		] UNSPEC_VPREDICATE
+	      )
+	      (plus:VHF
+		(vec_duplicate:VHF
+		  (vec_select:<VEL>
+		    (match_operand:VHF_LMUL1 4 "register_operand"      "   vr,   vr")
+		    (parallel [(const_int 0)])
+		  )
+		)
+		(match_operand:VHF           3 "register_operand"      "   vr,   vr")
+	      )
+	      (match_operand:VHF_LMUL1       2 "vector_merge_operand"  "   vu,    0")
+	    ] UNSPEC_REDUC
+	  )
+	] ORDER
+      )
+    )
+  ]
+  "TARGET_VECTOR"
   "vfred<order>sum.vs\t%0,%3,%4%p1"
-  [(set_attr "type" "vfred<order>")
-   (set_attr "mode" "<MODE>")])
+  [
+    (set_attr "type" "vfred<order>")
+    (set_attr "mode" "<VHF:MODE>")
+  ]
+)
 
-(define_insn "@pred_reduc_plus<order><mode><vlmul1_zve64>"
-  [(set (match_operand:<VLMUL1_ZVE64> 0 "register_operand"              "=vr,   vr")
-	(unspec:<VLMUL1_ZVE64>
-	  [(unspec:<VLMUL1_ZVE64>
-	    [(unspec:<VM>
-	       [(match_operand:<VM> 1 "vector_mask_operand"           "vmWc1,vmWc1")
-	        (match_operand 5 "vector_length_operand"              "   rK,   rK")
-	        (match_operand 6 "const_int_operand"                  "    i,    i")
-	        (match_operand 7 "const_int_operand"                  "    i,    i")
-	        (match_operand 8 "const_int_operand"                  "    i,    i")
-	        (reg:SI VL_REGNUM)
-	        (reg:SI VTYPE_REGNUM)
-	        (reg:SI FRM_REGNUM)] UNSPEC_VPREDICATE)
-	     (plus:VF_ZVE64
-	       (vec_duplicate:VF_ZVE64
-	         (vec_select:<VEL>
-	           (match_operand:<VLMUL1_ZVE64> 4 "register_operand" "   vr,   vr")
-	           (parallel [(const_int 0)])))
-	       (match_operand:VF_ZVE64 3 "register_operand"           "   vr,   vr"))
-	     (match_operand:<VLMUL1_ZVE64> 2 "vector_merge_operand"   "   vu,    0")] UNSPEC_REDUC)] ORDER))]
-  "TARGET_VECTOR && TARGET_MIN_VLEN == 64"
+;; Float Ordered Reduction Sum for SF
+(define_insn "@pred_reduc_plus<order><VSF:mode><VSF_LMUL1:mode>"
+  [
+    (set
+      (match_operand:VSF_LMUL1               0 "register_operand"      "=vr,vr")
+      (unspec:VSF_LMUL1
+	[
+	  (unspec:VSF_LMUL1
+	    [
+	      (unspec:<VSF:VM>
+		[
+		  (match_operand:<VSF:VM>    1 "vector_mask_operand"   "vmWc1,vmWc1")
+		  (match_operand             5 "vector_length_operand" "   rK,   rK")
+		  (match_operand             6 "const_int_operand"     "    i,    i")
+		  (match_operand             7 "const_int_operand"     "    i,    i")
+		  (match_operand             8 "const_int_operand"     "    i,    i")
+		  (reg:SI VL_REGNUM)
+		  (reg:SI VTYPE_REGNUM)
+		  (reg:SI FRM_REGNUM)
+		] UNSPEC_VPREDICATE
+	      )
+	      (plus:VSF
+		(vec_duplicate:VSF
+		  (vec_select:<VEL>
+		    (match_operand:VSF_LMUL1 4 "register_operand"      "   vr,   vr")
+		    (parallel [(const_int 0)])
+		  )
+		)
+		(match_operand:VSF           3 "register_operand"      "   vr,   vr")
+	      )
+	      (match_operand:VSF_LMUL1       2 "vector_merge_operand"  "   vu,    0")
+	    ] UNSPEC_REDUC
+	  )
+	] ORDER
+      )
+    )
+  ]
+  "TARGET_VECTOR"
   "vfred<order>sum.vs\t%0,%3,%4%p1"
-  [(set_attr "type" "vfred<order>")
-   (set_attr "mode" "<MODE>")])
+  [
+    (set_attr "type" "vfred<order>")
+    (set_attr "mode" "<VSF:MODE>")
+  ]
+)
 
-(define_insn "@pred_reduc_plus<order><mode><vlmul1_zve32>"
-  [(set (match_operand:<VLMUL1_ZVE32> 0 "register_operand"            "=vd, vd, vr, vr")
-	(unspec:<VLMUL1_ZVE32>
-	  [(unspec:<VLMUL1_ZVE32>
-	    [(unspec:<VM>
-	       [(match_operand:<VM> 1 "vector_mask_operand"           " vm, vm,Wc1,Wc1")
-	        (match_operand 5 "vector_length_operand"              " rK, rK, rK, rK")
-	        (match_operand 6 "const_int_operand"                  "  i,  i,  i,  i")
-	        (match_operand 7 "const_int_operand"                  "  i,  i,  i,  i")
-	        (match_operand 8 "const_int_operand"                  "  i,  i,  i,  i")
-	        (reg:SI VL_REGNUM)
-	        (reg:SI VTYPE_REGNUM)
-	        (reg:SI FRM_REGNUM)] UNSPEC_VPREDICATE)
-	     (plus:VF_ZVE32
-	       (vec_duplicate:VF_ZVE32
-	         (vec_select:<VEL>
-	           (match_operand:<VLMUL1_ZVE32> 4 "register_operand" " vr, vr, vr, vr")
-	           (parallel [(const_int 0)])))
-	       (match_operand:VF_ZVE32 3 "register_operand"           " vr, vr, vr, vr"))
-	     (match_operand:<VLMUL1_ZVE32> 2 "vector_merge_operand"   " vu,  0, vu,  0")] UNSPEC_REDUC)] ORDER))]
-  "TARGET_VECTOR && TARGET_MIN_VLEN == 32"
+;; Float Ordered Reduction Sum for DF
+(define_insn "@pred_reduc_plus<order><VDF:mode><VDF_LMUL1:mode>"
+  [
+    (set
+      (match_operand:VDF_LMUL1               0 "register_operand"      "=vr,vr")
+      (unspec:VDF_LMUL1
+	[
+	  (unspec:VDF_LMUL1
+	    [
+	      (unspec:<VDF:VM>
+		[
+		  (match_operand:<VDF:VM>    1 "vector_mask_operand"   "vmWc1,vmWc1")
+		  (match_operand             5 "vector_length_operand" "   rK,   rK")
+		  (match_operand             6 "const_int_operand"     "    i,    i")
+		  (match_operand             7 "const_int_operand"     "    i,    i")
+		  (match_operand             8 "const_int_operand"     "    i,    i")
+		  (reg:SI VL_REGNUM)
+		  (reg:SI VTYPE_REGNUM)
+		  (reg:SI FRM_REGNUM)
+		] UNSPEC_VPREDICATE
+	      )
+	      (plus:VDF
+		(vec_duplicate:VDF
+		  (vec_select:<VEL>
+		    (match_operand:VDF_LMUL1 4 "register_operand"      "   vr,   vr")
+		    (parallel [(const_int 0)])
+		  )
+		)
+		(match_operand:VDF           3 "register_operand"      "   vr,   vr")
+	      )
+	      (match_operand:VDF_LMUL1       2 "vector_merge_operand"  "   vu,    0")
+	    ] UNSPEC_REDUC
+	  )
+	] ORDER
+      )
+    )
+  ]
+  "TARGET_VECTOR"
   "vfred<order>sum.vs\t%0,%3,%4%p1"
-  [(set_attr "type" "vfred<order>")
-   (set_attr "mode" "<MODE>")])
+  [
+    (set_attr "type" "vfred<order>")
+    (set_attr "mode" "<VDF:MODE>")
+  ]
+)
 
 (define_insn "@pred_widen_reduc_plus<order><mode><vwlmul1>"
   [(set (match_operand:<VWLMUL1> 0 "register_operand"             "=&vr,  &vr")
diff --git a/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-1.c b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-1.c
new file mode 100644
index 00000000000..24a4ba3b45f
--- /dev/null
+++ b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-1.c
@@ -0,0 +1,9 @@
+/* { dg-do compile } */
+/* { dg-options "-march=rv32gc_zve32f_zvfh -mabi=ilp32f -O3 -Wno-psabi" } */
+
+#include "pr110277-1.h"
+
+/* { dg-final { scan-assembler-times {vfredmax\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 2 } } */
+/* { dg-final { scan-assembler-times {vfredmin\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 2 } } */
+/* { dg-final { scan-assembler-times {vfredosum\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 2 } } */
+/* { dg-final { scan-assembler-times {vfredusum\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 2 } } */
diff --git a/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-1.h b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-1.h
new file mode 100644
index 00000000000..67c296c2213
--- /dev/null
+++ b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-1.h
@@ -0,0 +1,33 @@
+#include "riscv_vector.h"
+
+vfloat16m1_t test_vfredmax_vs_f16mf2_f16m1(vfloat16mf2_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredmax_vs_f16mf2_f16m1(vector, scalar, vl);
+}
+
+vfloat32m1_t test_vfredmax_vs_f32m8_f32m1(vfloat32m8_t vector, vfloat32m1_t scalar, size_t vl) {
+  return __riscv_vfredmax_vs_f32m8_f32m1(vector, scalar, vl);
+}
+
+vfloat16m1_t test_vfredmin_vs_f16mf2_f16m1(vfloat16mf2_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredmin_vs_f16mf2_f16m1(vector, scalar, vl);
+}
+
+vfloat32m1_t test_vfredmin_vs_f32m8_f32m1(vfloat32m8_t vector, vfloat32m1_t scalar, size_t vl) {
+  return __riscv_vfredmin_vs_f32m8_f32m1(vector, scalar, vl);
+}
+
+vfloat16m1_t test_vfredosum_vs_f16mf2_f16m1(vfloat16mf2_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredosum_vs_f16mf2_f16m1(vector, scalar, vl);
+}
+
+vfloat32m1_t test_vfredosum_vs_f32m8_f32m1(vfloat32m8_t vector, vfloat32m1_t scalar, size_t vl) {
+  return __riscv_vfredosum_vs_f32m8_f32m1(vector, scalar, vl);
+}
+
+vfloat16m1_t test_vfredusum_vs_f16mf2_f16m1(vfloat16mf2_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredusum_vs_f16mf2_f16m1(vector, scalar, vl);
+}
+
+vfloat32m1_t test_vfredusum_vs_f32m8_f32m1(vfloat32m8_t vector, vfloat32m1_t scalar, size_t vl) {
+  return __riscv_vfredusum_vs_f32m8_f32m1(vector, scalar, vl);
+}
diff --git a/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-2.c b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-2.c
new file mode 100644
index 00000000000..23d7361488a
--- /dev/null
+++ b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-2.c
@@ -0,0 +1,11 @@
+/* { dg-do compile } */
+/* { dg-options "-march=rv32gc_zve64d_zvfh -mabi=ilp32d -O3 -Wno-psabi" } */
+
+#include "pr110277-1.h"
+#include "pr110277-2.h"
+
+/* { dg-final { scan-assembler-times {vfredmax\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 4 } } */
+/* { dg-final { scan-assembler-times {vfredmin\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 4 } } */
+/* { dg-final { scan-assembler-times {vfredosum\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 4 } } */
+/* { dg-final { scan-assembler-times {vfredusum\.vs\s+v[0-9]+,\s*v[0-9]+,\s*v[0-9]+} 4 } } */
+
diff --git a/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-2.h b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-2.h
new file mode 100644
index 00000000000..7e5c81aa213
--- /dev/null
+++ b/gcc/testsuite/gcc.target/riscv/rvv/base/pr110277-2.h
@@ -0,0 +1,33 @@
+#include "riscv_vector.h"
+
+vfloat16m1_t test_vfredmax_vs_f16mf4_f16m1(vfloat16mf4_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredmax_vs_f16mf4_f16m1(vector, scalar, vl);
+}
+
+vfloat16m1_t test_vfredmin_vs_f16mf4_f16m1(vfloat16mf4_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredmin_vs_f16mf4_f16m1(vector, scalar, vl);
+}
+
+vfloat16m1_t test_vfredosum_vs_f16mf4_f16m1(vfloat16mf4_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredosum_vs_f16mf4_f16m1(vector, scalar, vl);
+}
+
+vfloat16m1_t test_vfredusum_vs_f16mf4_f16m1(vfloat16mf4_t vector, vfloat16m1_t scalar, size_t vl) {
+  return __riscv_vfredusum_vs_f16mf4_f16m1(vector, scalar, vl);
+}
+
+vfloat64m1_t test_vfredmax_vs_f64m8_f64m1(vfloat64m8_t vector, vfloat64m1_t scalar, size_t vl) {
+  return __riscv_vfredmax_vs_f64m8_f64m1(vector, scalar, vl);
+}
+
+vfloat64m1_t test_vfredmin_vs_f64m8_f64m1(vfloat64m8_t vector, vfloat64m1_t scalar, size_t vl) {
+  return __riscv_vfredmin_vs_f64m8_f64m1(vector, scalar, vl);
+}
+
+vfloat64m1_t test_vfredosum_vs_f64m8_f64m1(vfloat64m8_t vector, vfloat64m1_t scalar, size_t vl) {
+  return __riscv_vfredosum_vs_f64m8_f64m1(vector, scalar, vl);
+}
+
+vfloat64m1_t test_vfredusum_vs_f64m8_f64m1(vfloat64m8_t vector, vfloat64m1_t scalar, size_t vl) {
+  return __riscv_vfredusum_vs_f64m8_f64m1(vector, scalar, vl);
+}
