diff --git a/llvm/lib/Target/AArch64/GISel/AArch64RegisterBankInfo.cpp b/llvm/lib/Target/AArch64/GISel/AArch64RegisterBankInfo.cpp
--- a/llvm/lib/Target/AArch64/GISel/AArch64RegisterBankInfo.cpp
+++ b/llvm/lib/Target/AArch64/GISel/AArch64RegisterBankInfo.cpp
@@ -845,7 +845,7 @@
     }
     break;
   }
-  case TargetOpcode::G_BUILD_VECTOR:
+  case TargetOpcode::G_BUILD_VECTOR: {
     // If the first source operand belongs to a FPR register bank, then make
     // sure that we preserve that.
     if (OpRegBankIdx[1] != PMI_FirstGPR)
@@ -877,6 +877,30 @@
     }
     break;
   }
+  case TargetOpcode::G_VECREDUCE_FADD:
+  case TargetOpcode::G_VECREDUCE_FMUL:
+  case TargetOpcode::G_VECREDUCE_FMAX:
+  case TargetOpcode::G_VECREDUCE_FMIN:
+  case TargetOpcode::G_VECREDUCE_ADD:
+  case TargetOpcode::G_VECREDUCE_MUL:
+  case TargetOpcode::G_VECREDUCE_AND:
+  case TargetOpcode::G_VECREDUCE_OR:
+  case TargetOpcode::G_VECREDUCE_XOR:
+  case TargetOpcode::G_VECREDUCE_SMAX:
+  case TargetOpcode::G_VECREDUCE_SMIN:
+  case TargetOpcode::G_VECREDUCE_UMAX:
+  case TargetOpcode::G_VECREDUCE_UMIN:
+    // Reductions produce a scalar value from a vector, the scalar should be on
+    // FPR bank.
+    OpRegBankIdx = {PMI_FirstFPR, PMI_FirstFPR};
+    break;
+  case TargetOpcode::G_VECREDUCE_SEQ_FADD:
+  case TargetOpcode::G_VECREDUCE_SEQ_FMUL:
+    // These reductions also take a scalar accumulator input.
+    // Assign them FPR for now.
+    OpRegBankIdx = {PMI_FirstFPR, PMI_FirstFPR, PMI_FirstFPR};
+    break;
+  }
 
   // Finally construct the computed mapping.
   SmallVector<const ValueMapping *, 8> OpdsMapping(NumOperands);
diff --git a/llvm/test/CodeGen/AArch64/GlobalISel/regbankselect-reductions.mir b/llvm/test/CodeGen/AArch64/GlobalISel/regbankselect-reductions.mir
new file mode 100644
--- /dev/null
+++ b/llvm/test/CodeGen/AArch64/GlobalISel/regbankselect-reductions.mir
@@ -0,0 +1,43 @@
+# NOTE: Assertions have been autogenerated by utils/update_mir_test_checks.py
+# RUN: llc -mtriple=aarch64-unknown-unknown -verify-machineinstrs -run-pass=regbankselect -global-isel-abort=1 %s -o - | FileCheck %s
+
+---
+name:            fadd_v2s32
+legalized:       true
+tracksRegLiveness: true
+body:             |
+  bb.1:
+    liveins: $d0
+
+    ; CHECK-LABEL: name: fadd_v2s32
+    ; CHECK: liveins: $d0
+    ; CHECK: [[COPY:%[0-9]+]]:fpr(<2 x s32>) = COPY $d0
+    ; CHECK: [[VECREDUCE_FADD:%[0-9]+]]:fpr(s32) = G_VECREDUCE_FADD [[COPY]](<2 x s32>)
+    ; CHECK: $w0 = COPY [[VECREDUCE_FADD]](s32)
+    ; CHECK: RET_ReallyLR implicit $w0
+    %0:_(<2 x s32>) = COPY $d0
+    %1:_(s32) = G_VECREDUCE_FADD %0(<2 x s32>)
+    $w0 = COPY %1(s32)
+    RET_ReallyLR implicit $w0
+
+...
+---
+name:            add_v4s32
+legalized:       true
+tracksRegLiveness: true
+body:             |
+  bb.1:
+    liveins: $q0
+
+    ; CHECK-LABEL: name: add_v4s32
+    ; CHECK: liveins: $q0
+    ; CHECK: [[COPY:%[0-9]+]]:fpr(<4 x s32>) = COPY $q0
+    ; CHECK: [[VECREDUCE_ADD:%[0-9]+]]:fpr(s32) = G_VECREDUCE_ADD [[COPY]](<4 x s32>)
+    ; CHECK: $w0 = COPY [[VECREDUCE_ADD]](s32)
+    ; CHECK: RET_ReallyLR implicit $w0
+    %0:_(<4 x s32>) = COPY $q0
+    %1:_(s32) = G_VECREDUCE_ADD %0(<4 x s32>)
+    $w0 = COPY %1(s32)
+    RET_ReallyLR implicit $w0
+
+...